Spectral-Spatial Classification of Hyperspectral Remote Sensing Images

Jon Atli Benediktsson is currently Pro-Rector of Science and Academic Affairs and Professor of Electrical and Computer Engineering at the University of Iceland, Reykjavik, Iceland. He received the Cand.Sci. degree in Electrical Engineering from the University of Iceland, Reykjavik, in 1984, and the M.S.E.E. and Ph.D. degrees in Electrical Engineering from Purdue University, West Lafayette, Indiana, USA in 1987 and 1990. Pedram Ghamisi graduated with a B.Sc. degree in Civil (Survey) Engineering from the Tehran South Campus of Azad University. He also received his M. Sc. Degree with first Class Honors in Remote Sensing at KN Toosi University of Technology in 2012.

Introduction; Classification Approaches; Feature Reduction; Spatial information extraction using segmentation; Morphological Profile (MP); Attribute Profiles; Conclusion and Future Works; Appendix